{"id":"W4394760910","doi":"10.1111/pere.12545","title":"Simple reflection exercises can build efficacy and reduce distress about relationship conflicts","year":2024,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Constructive; Intervention (counseling); Psychology; Psychological intervention; Distress; Reflection (computer programming); Social psychology; Psychotherapist; Emotional distress; Computer science; Anxiety; Process (computing); Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005301251,0.0002675426,0.0002053256,0.0003325959,0.0009338067,0.0002173073,0.0001206296,0.0003759584,0.0003736122],"category_scores_gemma":[0.0004032125,0.0002599086,0.0001027501,0.0006715095,0.0002287062,0.0002550541,0.00004046345,0.001104392,0.0003617933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697394,"about_ca_system_score_gemma":0.00007023552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001127787,"about_ca_topic_score_gemma":0.0001342731,"domain_scores_codex":[0.9979894,0.0003070557,0.0004198836,0.0006016177,0.0003070374,0.0003749821],"domain_scores_gemma":[0.9977346,0.001612694,0.00009859178,0.0002730492,0.00007537201,0.0002057149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001368337,0.0001407087,0.6571371,0.00009912834,0.0001879969,0.00003773539,0.01953642,0.0001647875,0.0001056025,0.3107081,0.005900573,0.005845022],"study_design_scores_gemma":[0.0006270267,0.00006880221,0.9509574,0.000145685,0.0002578685,0.00009630979,0.001620168,0.005197454,0.000005659753,0.007791955,0.03283039,0.0004012547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378394,0.008939102,0.003949627,0.003045089,0.001539316,0.0006904887,0.0001794676,0.0006405418,0.04317694],"genre_scores_gemma":[0.9745506,0.00008443133,0.0002402873,0.00005144542,0.0003604278,0.00009480314,0.0004757407,0.00005654036,0.02408569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3029161,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08148832155184738,"score_gpt":0.4183760835809873,"score_spread":0.3368877620291399,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}